In an online experiment, the immediate (Roth) versus deferred taxation of retirement income affects taxpayers' investment decisions such that tax-deferred plan investors under-adjust for future tax burdens and overestimate their future wealth compared to Roth investors. When presented with a specific, after-tax monetary goal, Roth account holders invest more in higher-risk, higher-return assets than tax-deferred account holders. We investigate four aspects of this investment context that could alleviate these differences: 1) implementing a "do-your-best" goal, 2) reframing specific goals in pre-tax dollars, 3) explicitly prompting investors to estimate future tax burdens, and 4) providing performance feedback. These interventions reduce differences between Roth and tax-deferred investor behaviors, but do not entirely close the gap on their own. In combination, reframing goals and prompting future tax estimations encourage tax-deferred account holders to invest in risky assets to the same degree as Roth investors only when paired with performance feedback.